IDDM 2024

Table of Contents

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• Comparative Analysis of Convolutional Neural Networks and Rulebased Techniques for Epileptic Seizure Detection From Electroencephalograph Signals Using a Text Classification Approach 1-10 PDF
  Olufemi Akinyede, Temitayo Balogun, Sanuel Faluyi
• A Hybrid Inductive Model for Gene Expression Data Processing Using Spectral Clustering 11-19 PDF
  Sergii Babichev, Ihor Liakh, Oleg Yarema
• Improving Unsupervised Graph-Based Skull Stripping: Enhancements and Comparative Analysis With State-Of-The-Art Methods 20-31 PDF
  Maria Popa, Anca Andreica
• The Method of Intelligent Classification Based on Deep Associative Neural Networks 32-46 PDF
  Kostiantyn Rudakov, Eugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Ihor Zubko, Maryna M. Leshchenko
• Learning With Small Data: What Can Be Inferred From Small Samples? 47-56 PDF
  Serge Dolgikh, Oksana Mulesa, Volodymyr Sabadosh
• Multiresolution Analysis of Poor Remote Photoplethysmography Signal Using Wavelet Transform 57-72 PDF
  Adrian Nakonechnyi, Ihor Berezhnyi
• Microservices-Based Architecture for Biomedical Image Processing Software 73-80 PDF
  Grigoriy Melnyk, Oleh Pitsun, Oleh Berezsky, Hanna Poperechna
• Method of Patients’ Data Protection on the Instance of Chemotherapy Dosing Data for Ewing’s Sarcoma Treatment 81-91 PDF
  Yurii Baryshev, Vladyslava Lanova
• Intelligent Advisory Innovative Framework of Enhanced Doctor‐Patient Interaction for Healthcare Providers 92-101 PDF
  Mykola Telka, Oles Telikhovskyi, Roman Komarnytsky, Vitaliy Dorosh, Vasyl Koval, Khrystyna Lipianina-Honcharenko
• Application of Explainable AI to Healthcare: A Review 102-114 PDF
  Yousra Chabchoub, Jérémie Sublime, Maurras Togbe, Samuel Gbenga Faluyi
• Simulation of Influenza Dynamics With Lstm Deep Learning Model 115-125 PDF
  Dmytro Chumachenko, Yurii Parfeniuk, Mykola Butkevych, Kseniia Bazilevych, Ievgen Meniailov
• Web-Based Melanoma Detection System Using Convolutional Neural Networks and Advanced Image Processing 126-143 PDF
  Aleksandra Tatka, Zuzanna Huda, Andrzej Faryna, Wiktoria Duszczyk, Sebastian Górecki
• Automated Radiology Report Generation From Chest X-Ray Images Using Chexnet and Transformer-Lstm Architecture 144-159 PDF
  Mohamed Adel, Mohamed Aborizka
• Software for Anomaly Detection in MRI Images 160-170 PDF
  Yurii Oliinyk, Leonid Oliinyk, Mariia Kapshuk
• Resource-Efficient Solutions for Data Security at the Network Level of the Medical Internet of Things 171-182 PDF
  Serhii Naumenko, Andrii Yarmilko, Inna Rozlomii
• A Self-Supervised Learning Approach for Detecting Brca Mutations in Breast Cancer Histopathological Images 183-195 PDF
  Djamel Gaceb, Besma Loubar, Chaima Belkadi, Fayçal Touazi
• Detection of Stress Using Photoplethysmography 196-202 PDF
  Marcus Frohme, Yaroslav Strelchuk, Alina S. Nechyporenko, Vitaliy Gargin, Andrii Lupyr, Victoriia Alekseeva
• Ensemble Deep Learning of CNN vs Vision Transformers for Brain Lesion Classification on MRI Images 203-219 PDF
  Abdellah Rezoug, Abdelmoumen Sahad, Massine Omar Reggai, Norelhouda Laribi, Djamel Gaceb, Fayçal Touazi
• Optimization of Medical Logistics With Bee Colony Algorithms in Emergency, Military Conflict and Post-war Remediation Settings 220-235 PDF
  Alexander Sharashenidze, Magda Tortladze, Tetiana Cherniavska, Bohdan Cherniavskyi, Tamar Sanikidze, Maka Buleishvili
• Modeling and Numerical Analysis of the Effects of Chemotherapy on the State of a Cancerous Tumour Based on Fractional-Order Derivatives 236-250 PDF
  Yaroslav Sokolovskyy, Olesia-Oksana Vilchynska, Andrii Mokrytskyi
• Research of Algorithms Based on Fractional Differential Derivatives for Improving Medical Images 251-267 PDF
  Yaroslav Sokolovskyy, Maryana Levkovych, Volodymyr Bereziuk, Mykhailo Paslavskyi
• Artificial Intelligence-Based Method for Face Skin Diagnostic 268-278 PDF
  Olga Pavlova, Andrii Kuzmin, Vitalii Alekseiko, Vladyslav Karabaieva
• Cloud-Based Approach on Genetic Data Imputation Parameters Optimization 279-286 PDF
  Chirstine Strauss, Pavlo Horun
• Internet of Robotic Things (IoRT) Approach to Lifelong Learning and Medical Education With Internet of Medical Things (IoMT) 287-294 PDF
  Oleksandra Hasko, Roman Hasko, Hakan Kutucu
• Development and Analysis of a Parallel Method for Detecting Chromosomal Translocations and Inversions in DNA Sequences 295-303 PDF
  Lesia I. Mochurad, Renata Vladyka
• MentSDet: Concept of Mobile-Oriented Multimodal Information System for Determining the Patient's Mental State 304-318 PDF
  Tetyana Hovorushchenko, Valentyna Hnenna, Anatolii Korol, Olha Hovorushchenko, Artem Boyarchuk
• Architecture-Oriented Agent-Based Model (AOAM) for Optimizing Transport Evacuation Management and Emergency Medical Assistance in the Context of the War in Ukraine: Challenges and Prospects 319-336 PDF
  Tetiana Cherniavska, Bohdan Cherniavskyi
• Graph-Based Approaches for Multimodal Medical Data Processing 337-348 PDF
  Oleh Basystiuk, Andriy Dumyn, Iryna Dymun
• Synthesis of Biomedical Images Based on Generative Intelligence Tools 349-362 PDF
  Grigoriy Melnyk, Oleh Berezsky, Petro Liashchynskyi, Mykola Berezkyy, Maksym Dombrovskyi
• Exploring the Role of Transformer-Based Language Models in Medical Transcript Summarization 363-370 PDF
  Kyrylo Yemets, Mariia Zimokha
• Development and Modeling of Parameter Areas of an Information System for Rehabilitation 371-378 PDF
  Andy T. Augousti, Yevgen Martyn, Solomiia Liaskovska, Svytoslav Kytsara
• Artificial Intelligence in Medicine: Small Data Approach 379-379 PDF
  Ivan Izonin, Roman Tkachenko, Olha Chala, Yaroslav Tolstyak, Myroslav Havryliuk, Kyrylo Yemets, Irina Pliss, Stéphane Chrétien